diff --git a/docs/howto/connector.rst b/docs/howto/connector.rst
index 693bd0552..f0462a321 100644
--- a/docs/howto/connector.rst
+++ b/docs/howto/connector.rst
@@ -43,6 +43,7 @@ You can use other `aiopg connection arguments`_ (which are the same as
 
 .. _`aiopg connection arguments`: https://aiopg.readthedocs.io/en/stable/core.html#aiopg.connect
 .. _`psycopg2 connection arguments`: http://initd.org/psycopg/docs/module.html#psycopg2.connect
+.. _`psycopg3 connection arguments`: https://www.psycopg.org/psycopg3/docs/api/pool.html#psycopg_pool.AsyncConnectionPool
 
 Other arguments
 ---------------
@@ -61,3 +62,4 @@ Procrastinate currently provides 2 connectors:
 - `Psycopg2Connector`: This connector is specialized for synchronous calls only, and
   should only be used to configure your app for synchronous multi-threaded applications
   that need to :term:`defer` tasks synchronously (see `discussion-sync-defer`).
+- `Psycopg3Connector`: Asynchronous connector based on the next generation of psycopg.
diff --git a/docs/reference.rst b/docs/reference.rst
index 74162aac2..726aa37a1 100644
--- a/docs/reference.rst
+++ b/docs/reference.rst
@@ -15,6 +15,8 @@ Connectors
 
 .. autoclass:: procrastinate.Psycopg2Connector
 
+.. autoclass:: procrastinate.Psycopg3Connector
+
 .. autoclass:: procrastinate.testing.InMemoryConnector
     :members: reset